Github user kiszk commented on a diff in the pull request: https://github.com/apache/spark/pull/19811#discussion_r156853203 --- Diff: sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/codegen/CodeGenerator.scala --- @@ -179,11 +209,64 @@ class CodegenContext { * the list of default imports available. * Also, generic type arguments are accepted but ignored. * @param variableName Name of the field. - * @param initCode The statement(s) to put into the init() method to initialize this field. - * If left blank, the field will be default-initialized. + * @param initFunc Function includes statement(s) to put into the init() method to initialize + * this field. An argument is the name of the mutable state variable. + * If left blank, the field will be default-initialized. + * @param inline whether the declaration and initialization code may be inlined rather than + * compacted. + * @param useFreshName If false and inline is true, the name is not changed + * @return the name of the mutable state variable, which is either the original name if the + * variable is inlined to the outer class, or an array access if the variable is to be + * stored in an array of variables of the same type and initialization. + * There are two use cases. One is to use the original name for global variable instead + * of fresh name. Second is to use the original initialization statement since it is + * complex (e.g. allocate multi-dimensional array or object constructor has varibles). + * Primitive type variables will be inlined into outer class when the total number of + * mutable variables is less than `CodeGenerator.OUTER_CLASS_VARIABLES_THRESHOLD` + * the max size of an array for compaction is given by + * `CodeGenerator.MUTABLESTATEARRAY_SIZE_LIMIT`. */ - def addMutableState(javaType: String, variableName: String, initCode: String = ""): Unit = { - mutableStates += ((javaType, variableName, initCode)) + def addMutableState( + javaType: String, + variableName: String, + initFunc: String => String = _ => "", + inline: Boolean = false, + useFreshName: Boolean = true): String = { + val varName = if (useFreshName) freshName(variableName) else variableName + + if (inline || + // want to put a primitive type variable at outerClass for performance + isPrimitiveType(javaType) && + (mutableStates.length < CodeGenerator.OUTER_CLASS_VARIABLES_THRESHOLD) || + // type is multi-dimensional array --- End diff -- Good catch. Now, we can do. This limitation came from creating a loop for initialization.
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